A systematic review of homomorphic encryption and its contributions in healthcare industry

K Munjal, R Bhatia - Complex & Intelligent Systems, 2023 - Springer
Cloud computing and cloud storage have contributed to a big shift in data processing and its
use. Availability and accessibility of resources with the reduction of substantial work is one of …

Privacy in the genomic era

M Naveed, E Ayday, EW Clayton, J Fellay… - ACM Computing …, 2015 - dl.acm.org
Genome sequencing technology has advanced at a rapid pace and it is now possible to
generate highly-detailed genotypes inexpensively. The collection and analysis of such data …

An overview of human genetic privacy

X Shi, X Wu - Annals of the New York Academy of Sciences, 2017 - Wiley Online Library
The study of human genomics is becoming a Big Data science, owing to recent
biotechnological advances leading to availability of millions of personal genome sequences …

Protecting genomic data analytics in the cloud: state of the art and opportunities

H Tang, X Jiang, X Wang, S Wang, H Sofia, D Fox… - BMC medical …, 2016 - Springer
The outsourcing of genomic data into public cloud computing settings raises concerns over
privacy and security. Significant advancements in secure computation methods have …

Quantifying interdependent risks in genomic privacy

M Humbert, E Ayday, JP Hubaux, A Telenti - ACM Transactions on …, 2017 - dl.acm.org
The rapid progress in human-genome sequencing is leading to a high availability of
genomic data. These data is notoriously very sensitive and stable in time, and highly …

Systematizing genome privacy research: a privacy-enhancing technologies perspective

A Mittos, B Malin, E De Cristofaro - arXiv preprint arXiv:1712.02193, 2017 - arxiv.org
Rapid advances in human genomics are enabling researchers to gain a better
understanding of the role of the genome in our health and well-being, stimulating hope for …

A survey of secure multiparty computation protocols for privacy preserving genetic tests

T Dugan, X Zou - 2016 IEEE First International Conference on …, 2016 - ieeexplore.ieee.org
We discuss several protocols that apply secure multiparty computation to privacy preserving
genetic testing. We categorize methods into those using oblivious finite automata, additive …

Kgp meter: Communicating kin genomic privacy to the masses

M Humbert, D Dupertuis, M Cherubini… - 2022 IEEE 7th …, 2022 - ieeexplore.ieee.org
Direct-to-consumer genetic testing services are gaining momentum: As of today, companies
such as 23andMe or AncestryDNA have already attracted 26 million customers. These …

[PDF][PDF] 基因组数据隐私保护理论与方法综述

刘海, 彭长根, 吴振强, 田有亮, 田丰 - 计算机学报, 2021 - cjc.ict.ac.cn
摘要基因组数据已广泛应用于科学研究, 医疗服务, 法律与取证和直接面向消费者服务.
基因组数据不但可以唯一标识个体, 而且与遗传, 健康, 表型和血缘关系密切关联. 此外 …

Privacy threats and practical solutions for genetic risk tests

L Barman, MT Elgraini, JL Raisaro… - 2015 IEEE Security …, 2015 - ieeexplore.ieee.org
Recently, several solutions have been proposed to address the complex challenge of
protecting individuals' genetic data during personalized medicine tests. In this short paper …